Also, they show a counter-intuitive scaling limit: their reasoning work increases with trouble complexity nearly a degree, then declines Even with getting an suitable token budget. By comparing LRMs with their standard LLM counterparts below equivalent inference compute, we identify a few performance regimes: (one) low-complexity responsibilities exactly where https://www.youtube.com/watch?v=snr3is5MTiU